The Current Status, Hotspots, and Development Trends of Nanoemulsions: A Comprehensive Bibliometric Review by Sun G, Wang L, Dong Z, Zhang Y, Yang Y, Hu M, Fang H

“…With an increasing number of countries engaging in research on nanoemulsions, interest in their properties, preparation methods, and applications has increased. Hence, tracing the relevant research on nanoemulsions published in the past ten years on a global scale, by conducting data mining and visualization analysis on a sufficiently large text dataset through bibliometrics, sorting out and summarizing certain indicators, the development history, research status and research hotspots in the field of nanoemulsions can be clearly revealed, providing reference value and significance for subsequent research. …”
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SDDT-SR: A Scale-Decoupling Super-Resolution Network With Domain Transfer for Heterogeneous Images by Simin Lin, Jiangdi Ru, Jiaqi Li, Keyao Wen, Mengxi Liu, Qian Shi

“…Experiments on SGSRD and satellite-UAV heterogeneous image change detection dataset (HTCD) dataset show that SDDT-SR outperforms existing methods in both metrics and visualization, with the fréchet inception distance (FID) of 181.8679 on SGSRD and of 163.3831 on HTCD.…”
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Providing Education to the 1st Year Students at the Medical University in the Conditions of Martial State in Ukraine by Alisa Popovіch, Olena Aliyeva

“…Based on Teams, the work was carried out to create and fill in online platforms with an educational material, a content visualization with a large amount of illustrative materials, video materials, packages of test tasks in MS Forms, along with educational methods adaptation, including interactive ones, to a distance form. …”
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Differentiation between bipolar disorder and major depressive disorder based on AMPA receptor distribution by Sakiko Tsugawa, Sakiko Tsugawa, Yuichi Kimura, Junichi Chikazoe, Hiroki Abe, Tetsu Arisawa, Mai Hatano, Waki Nakajima, Hiroyuki Uchida, Tomoyuki Miyazaki, Tomoyuki Miyazaki, Yuuki Takada, Akane Sano, Kotaro Nakano, Tsuyoshi Eiro, Akira Suda, Takeshi Asami, Akitoyo Hishimoto, Hideaki Tani, Nobuhiro Nagai, Teruki Koizumi, Shinichiro Nakajima, Shunya Kurokawa, Yohei Ohtani, Kie Takahashi, Yuhei Kikuchi, Taisuke Yatomi, Taisuke Yatomi, Ryo Mitoma, Shunsuke Tamura, Shunsuke Tamura, Shingo Baba, Osamu Togao, Yoji Hirano, Yoji Hirano, Yoji Hirano, Hirotaka Kosaka, Hidehiko Okazawa, Masaru Mimura, Takuya Takahashi, Takuya Takahashi

“…An accurate diagnostic method using biological indicators is critically needed for bipolar disorder (BD) and major depressive disorder (MDD). …”
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Assessment of Academic Performance: A Shared Experience from Jazan Faculty of Medicine, Saudi Arabia, and a Proposal for Systematic Monitoring and Evaluation by Ibrahim M. Gosadi, Anwar M. Makeen

“…This report provides a comprehensive description of data acquisition methods, data flow, data management, and data display. …”
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The Contribution of Real-Time Artificial Intelligence Segmentation in Maxillofacial Trauma Emergencies by Amjad Shhadeh, Shadi Daoud, Idan Redenski, Daniel Oren, Adeeb Zoabi, Fares Kablan, Samer Srouji

“…Traditional segmentation methods are time-consuming and error-prone, particularly in high-pressure settings. …”
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DaGAM-Trans: Dual graph attention module-based transformer for offline signature forgery detection by Sara Tehsin, Ali Hassan, Farhan Riaz, Inzamam Mashood Nasir

“…Comparative experiments confirm that DaGAM-Trans outperforms existing state-of-the-art methods in terms of accuracy, FAR, FRR, and EER. Visualization through attention maps further validates the model's capacity to localize and highlight discriminative regions in signature images. …”
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BASIL DB: bioactive semantic integration and linking database by David Jackson, Paul Groth, Hazar Harmouch

“…Research into their role in disease prevention and personalized nutrition is expanding, but challenges such as data complexity, inconsistent methods, and the rapid growth of scientific literature can hinder progress. …”
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The State and the Prospects of the Development of Innovative Activity in the Russian Federation in the XXI Century by A. A. Varushchenko, N. A. Vladimirov

“…Graphic and tabular methods of visualization of research results, statistical methods of analysis of economic phenomena were used. …”
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Genetic and Epigenetic Alterations Associated With Human Prenatal Tobacco and Environmental Tobacco Smoke Exposure: Protocol for a Systematic Evidence Map by Ana Teresa Reis, Ana Teresa Reis, Ana Teresa Reis, Joana Madureira, Joana Madureira, Joana Madureira, João Paulo Teixeira, João Paulo Teixeira, João Paulo Teixeira, Carla Costa, Carla Costa, Carla Costa

“…Data extraction will include population, exposure, comparator, outcome, funding, study design, confounding factors, and statistical methods. Summarization will include a narrative review, graphical visualization, and an interactive, queryable and open-access table.ResultsA pilot study assessed the protocol’s feasibility, testing key components, including screening, data extraction, and eligibility criteria. …”
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Smart grid stability prediction using Adaptive Aquila Optimizer and ensemble stacked BiLSTM by Safwan Mahmood Al-Selwi, Mohd Fadzil Hassan, Said Jadid Abdulkadir, Mohammed Gamal Ragab, Alawi Alqushaibi, Ebrahim Hamid Sumiea

“…It is utilized for feature selection by identifying and excluding irrelevant and redundant features and methodically evaluates seven key hyperparameters to fine-tune the model's performance. …”
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Mirror therapy in the neuroadaptive training paradigm in rehabilitation and potential mechanisms of neural remodeling: a 20-year bibliometrics analysis by Yinkai Wang, Chong Guan, Haozheng Li, Haozheng Li, Bokai Wei, Xiuqin Lv, Guohui Yang, Qian Yang, Chao Geng, Jingying Gao, Zixuan Yu, Tianbao Sun

“…This study uses bibliometric methods to analyze the research trends of Mirror Therapy, aiming to fill the current research gap and provide valuable insights and suggestions for future research.MethodsPublications related to mirror therapy from 2004 to 2024 were retrieved from the Web of Science Core Collection database. …”
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Development of agricultural insurance in Ukraine by Olena Prokopchuk, Olena Nepochatenko, Mykhaylo Malyovanyi, Serhii Sokoliuk, Oleksandr Rolinskyi, Olga Ponomarenko

“…The study evaluates the sector’s development from 2014 to 2023, employing general scientific methods of cognition. Abstract and logical methods were applied to summarize results and formulate conclusions, while comparative analysis facilitated the assessment of key trends. …”
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Application of Machine Learning and Emerging Health Technologies in the Uptake of HIV Testing: Bibliometric Analysis of Studies Published From 2000 to 2024 by Musa Jaiteh, Edith Phalane, Yegnanew A Shiferaw, Lateef Babatunde Amusa, Hossana Twinomurinzi, Refilwe Nancy Phaswana-Mafuya

“…Machine learning and health technologies can precisely predict high-risk individuals and facilitate more effective and efficient HIV testing methods. Despite this advancement, there exists a research gap regarding the extent to which such technologies are integrated into HIV testing strategies worldwide. …”
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Bioprinted hydrogels in bone regeneration: a bibliometric analysis by Huijie Zhang, Xiaoyu Li, Zhenyu Jia, Kun Jiao, Kun Jiao, Chen Liu, Chen Liu, Zixiang Deng, Yushu Bai, Xianzhao Wei, Xiaoyi Zhou

“…The objective of this study is to provide a comprehensive overview of the current research status, hotspots and research directions in this field through bibliometric methods, and to predict the development trend of this field.MethodsA search was conducted on 27 December 2024, for papers published on the Web of Science from 2010 to 2025. …”
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Research Trends and Knowledge Mapping of Opioid-Free Anesthesia: A Global Bibliometric Analysis by Guo Z, Shan Z, Wang F

“…This study aims to employ bibliometric methods to thoroughly explore research trends, hotspots, and developmental directions in this field.Methods: This study retrieved opioid-free anesthesia-related literature published between 1980 and 2024 from the Web of Science Core Collection database. …”
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A Review of Needle Navigation Technologies in Minimally Invasive Cardiovascular Surgeries—Toward a More Effective and Easy-to-Apply Process by Katharina Steeg, Gabriele Anja Krombach, Michael Horst Friebe

“…Additionally, emerging diagnostic methods like vibroacoustic sensing or optical fiber needles offer information from complementary sensory channels, augmenting visual approaches with insights into tissue integrity and structure, thereby paving the way for enhanced needle navigation systems in MICS.…”
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THE RELATIONSHIP OF BREAST CANCER, BIOMINERALIZATION DISORDERS AND BONE METASTASES: A BIBLIOGRAPHICAL ANALYSIS by І.І. Starchenko, A.B. Korobchanska, B.M. Fylenko, N.V. Roiko, V.V. Cherniak

“…Using the tool for building and visualizing bibliometric networks VOSviewer of publication activity for the period 1973-2023 in the researched topics of BC with calcification, we identified four chronological stages, which include: 1) radiological and biochemical research methods, 2) research on the effectiveness of diagnostics and treatment, including .h pathomorphological assessment of pathology, 3) fundamental studies of bone and mineral metabolism, 4) a practically oriented period of research. …”
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Peculiarities of dynamic evaluation of globular formation outlines of the lungs with multislice computed tomography by Vladimir G. Kolmogorov, Ivan V. Molodkin, Vladimir K. Konovalov, Alexander M. Shayduk, Sergey A. Ostanin, Sergey L. Leonov, Olga V. Borisenko, Mikhail A. Fedoseyev, Julia S. Modakalova

“…In the case of indistinct, poorly defined outlines of globular formations, visual assessment is operator-dependent and requires development and application of quantitative methods of analysis. …”
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Diagnostic value of noninvasive comprehensive morphological and functional assessment of coronary artery disease by Mladenović Zorica, Đorđević-Dikić Ana, Đurić Predrag, Angelkov-Ristić Anđelka, Džudović Boris, Jović Zoran

“…A multi-slice computed coronary angiography (MSCT), as one of the most important noninvasive methods, offers us a quite precise visualization of morphological characteristics of atherosclerotic changes in coronary arteries. …”
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